Search Results for author: Owen Lewis

Found 2 papers, 1 papers with code

Localizing Paragraph Memorization in Language Models

1 code implementation28 Mar 2024 Niklas Stoehr, Mitchell Gordon, Chiyuan Zhang, Owen Lewis

Can we localize the weights and mechanisms used by a language model to memorize and recite entire paragraphs of its training data?

Language Modelling Memorization

Data for free: Fewer-shot algorithm learning with parametricity data augmentation

no code implementations ICLR Workshop LLD 2019 Owen Lewis, Katherine Hermann

We address the problem of teaching an RNN to approximate list-processing algorithms given a small number of input-output training examples.

Data Augmentation

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